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perfomance-analysis

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This project consists in the implementation of the K-Means and Mini-Batch K-Means clustering algorithms. This is not to be considered as the final and most efficient algorithm implementation as the objective here is to make a clear comparison between the sequential and parallel execution of the clustering steps.

  • Updated Jul 9, 2023
  • C++

A Python-based CPU Performance Analysis Simulator that demonstrates the Fetch-Decode-Execute cycle, cache memory behavior, branch prediction, ALU operations, and performance visualization.

  • Updated Jun 20, 2026
  • Python

This project consists of a client-server infrastructure developed in Python for real-time streaming of high-resolution videos up to 4K. The system performs a frame-by-frame encryption, enabling comparative performance analysis among multiple cryptographic algorithms.

  • Updated May 2, 2026
  • Python

This project was developed in the context of a Kaggle competition, titled Counter-Strike & Call of Duty Analytics Challenge. The project presents a complete Data Engineering, Analytics, and ML pipeline to analyze competitive performance patterns in two of the world's most popular FPS games: Counter-Strike (CS:GO) and Call of Duty.

  • Updated May 27, 2026
  • Jupyter Notebook

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